We exploited Faster-RCNN [1]} as object detector architecture. Our choice fell on Faster R-CNN since it provides state-of-the-art performance. Furthermore, we did not consider pedestrian detection-specific solutions since the two proposed da techniques can also be applied to other tasks, accounting for another class of objects different from the pedestrian one.
